genius
nlu
| genius | nlu | |
|---|---|---|
| 2 | 25 | |
| 175 | 809 | |
| - | 0.9% | |
| 10.0 | 8.6 | |
| over 1 year ago | 10 days ago | |
| Python | Python | |
| - | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
genius
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Best language model for filling multiple related masks [D]
See https://github.com/beyondguo/genius
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Hi everyone, my first Reddit post, let me introduce the GENIUS model.
The code and models have been released: GitHub: https://github.com/beyondguo/genius Feel free to try our models, give me your feedback, or use our code to train your domain-specific GENIUS models!
nlu
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1 line to visualizations for dependency trees, entity relationships, resolution, assertion, NER and new models for Afrikaans, Welsh, Maltese, Tamil, and Vietnamese - John Snow Labs NLU 3.0.1 for Python
See the visualization tutorial notebook and visualization docs for more info.
All of the 140+ NLU tutorial Notebooks have been updated and reworked to reflect the latest changes in NLU 3.0.0+
- 200+SOTA Medical NLP Models NER, Resolution, Relations – John Snow Labs NLU3.0.0
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200+ State of the Art Medical Models for NER, Entity Resolution, Relation Extraction, Assertion, Spark 3 and Python 3.8 support - John Snow Labs NLU 3.0.0
Graph NLU tutorial
Entity Resolution overview notebook
Relation extraction notebook
Medical Named Entity Extraction (NER) notebook
NLU on Github
What are some alternatives?
spacy-llm - 🦙 Integrating LLMs into structured NLP pipelines
spark-nlp - State of the Art Natural Language Processing
eda_nlp - Data augmentation for NLP, presented at EMNLP 2019
spark-nlp-display - A library for the simple visualization of different types of Spark NLP annotations.
simpletransformers - Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
streamlit-webrtc-example - Real time video and audio processing examples with Streamlit and streamlit-webrtc
HanLP - 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
frame-semantic-transformer - Frame Semantic Parser based on T5 and FrameNet
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
PromCSE - Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
text-to-text-transfer-transformer - Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
ckip-transformers - CKIP Transformers